1 code implementation • 28 Dec 2023 • Zhengze Xu, Dongyue Wu, Changqian Yu, Xiangxiang Chu, Nong Sang, Changxin Gao
Recent real-time semantic segmentation methods usually adopt an additional semantic branch to pursue rich long-range context.
1 code implementation • IEEE Transactions on Image Processing 2023 • Dongyue Wu, Zilin Guo, Aoyan Li, Changqian Yu, Nong Sang, Changxin Gao
We conduct extensive experiments on ADE20K, Cityscapes, and Pascal Context, and the results show that applying the CBL to various popular segmentation networks can significantly improve the mIoU and boundary F-score performance.
Ranked #22 on Semantic Segmentation on Cityscapes val
no code implementations • 12 Jan 2023 • Dongyue Wu, Zilin Guo, Aoyan Li, Changqian Yu, Changxin Gao, Nong Sang
Under this novel view, we propose a Class Center Similarity layer (CCS layer) to address the above-mentioned challenges by generating adaptive class centers conditioned on different scenes and supervising the similarities between class centers.